Publications by authors named "Alan A Kaptanoglu"
Article Synopsis
- Plasmas are complex and require various models to understand their behavior, but there's a lack of simpler models compared to magnetohydrodynamics (MHD) that could provide insights and efficiency.
- This work introduces a framework for reduced-order modeling of compressible plasmas by combining traditional projection techniques with modern machine learning to fill the gap in simpler plasma models.
- The study formalizes the projection-based model reduction for nonlinear MHD systems and demonstrates its efficacy using data from high-fidelity numerical simulations, linking these new models to fundamental physical laws.
